Cheese Dossier · CF-1.3

GPT-5.4 Pro

OpenAI · Cheese #28· 2 signals · specialty multimodal · Proprietary

CHEESE INDEX

58.7

DEPTH

86.6

BALANCE

—

CONSENSUS

97.3

STABILITY

97.9

COVERAGE

39%

VALUE

0.28

I / O

$30 / $180

SPECIALTY

multimodal +22

BEST FIT

balanced 41.7

深度雷達

實線＝本模型 · 虛線＝群體中位

agent57.3

Cheese Index = 可用軸中位數；Balance = 三軸分歧小。

agent ★57.3

math ★70.8

knowledge ★88.0

multimodal ★89.0

reasoning ★86.6

中段指數：適合成本敏感路徑。優先看 Pareto／Value；用深度雷達找專長匹配，再與更高指數模型 A/B。

vs Qwen3.5 397B (Reasoning)

agent—